JP7485970B2 - 熱負荷予測システム - Google Patents
熱負荷予測システム Download PDFInfo
- Publication number
- JP7485970B2 JP7485970B2 JP2022060703A JP2022060703A JP7485970B2 JP 7485970 B2 JP7485970 B2 JP 7485970B2 JP 2022060703 A JP2022060703 A JP 2022060703A JP 2022060703 A JP2022060703 A JP 2022060703A JP 7485970 B2 JP7485970 B2 JP 7485970B2
- Authority
- JP
- Japan
- Prior art keywords
- indoor
- unit
- heat load
- learning
- temperature
- Prior art date
- Legal status (The legal status is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the status listed.)
- Active
Links
- 239000003507 refrigerant Substances 0.000 claims description 205
- 238000004378 air conditioning Methods 0.000 claims description 163
- 230000007613 environmental effect Effects 0.000 claims description 38
- 230000002159 abnormal effect Effects 0.000 claims description 8
- 238000010801 machine learning Methods 0.000 claims description 5
- 238000013179 statistical model Methods 0.000 claims description 5
- 238000004148 unit process Methods 0.000 claims description 2
- 239000007788 liquid Substances 0.000 description 54
- 230000006870 function Effects 0.000 description 16
- 238000012986 modification Methods 0.000 description 14
- 230000004048 modification Effects 0.000 description 14
- 238000000034 method Methods 0.000 description 13
- 230000008569 process Effects 0.000 description 13
- 238000001816 cooling Methods 0.000 description 12
- 238000010438 heat treatment Methods 0.000 description 12
- 230000005855 radiation Effects 0.000 description 10
- 238000004891 communication Methods 0.000 description 8
- 238000010586 diagram Methods 0.000 description 8
- 238000001704 evaporation Methods 0.000 description 8
- 238000005259 measurement Methods 0.000 description 8
- 238000012545 processing Methods 0.000 description 8
- 230000005540 biological transmission Effects 0.000 description 7
- 230000008020 evaporation Effects 0.000 description 7
- 230000007246 mechanism Effects 0.000 description 7
- 238000012546 transfer Methods 0.000 description 6
- 230000008859 change Effects 0.000 description 4
- 238000004364 calculation method Methods 0.000 description 3
- 230000006835 compression Effects 0.000 description 3
- 238000007906 compression Methods 0.000 description 3
- 238000009833 condensation Methods 0.000 description 3
- 230000005494 condensation Effects 0.000 description 3
- 238000005516 engineering process Methods 0.000 description 3
- 238000007781 pre-processing Methods 0.000 description 3
- 238000013136 deep learning model Methods 0.000 description 2
- 238000001556 precipitation Methods 0.000 description 2
- 238000012549 training Methods 0.000 description 2
- 238000009423 ventilation Methods 0.000 description 2
- 230000004931 aggregating effect Effects 0.000 description 1
- 230000000295 complement effect Effects 0.000 description 1
- 238000003062 neural network model Methods 0.000 description 1
- 238000005057 refrigeration Methods 0.000 description 1
- 238000000926 separation method Methods 0.000 description 1
Images
Classifications
-
- F—MECHANICAL ENGINEERING; LIGHTING; HEATING; WEAPONS; BLASTING
- F24—HEATING; RANGES; VENTILATING
- F24F—AIR-CONDITIONING; AIR-HUMIDIFICATION; VENTILATION; USE OF AIR CURRENTS FOR SCREENING
- F24F2110/00—Control inputs relating to air properties
-
- F—MECHANICAL ENGINEERING; LIGHTING; HEATING; WEAPONS; BLASTING
- F24—HEATING; RANGES; VENTILATING
- F24F—AIR-CONDITIONING; AIR-HUMIDIFICATION; VENTILATION; USE OF AIR CURRENTS FOR SCREENING
- F24F2110/00—Control inputs relating to air properties
- F24F2110/10—Temperature
- F24F2110/12—Temperature of the outside air
-
- F—MECHANICAL ENGINEERING; LIGHTING; HEATING; WEAPONS; BLASTING
- F24—HEATING; RANGES; VENTILATING
- F24F—AIR-CONDITIONING; AIR-HUMIDIFICATION; VENTILATION; USE OF AIR CURRENTS FOR SCREENING
- F24F2110/00—Control inputs relating to air properties
- F24F2110/50—Air quality properties
- F24F2110/64—Airborne particle content
Landscapes
- Air Conditioning Control Device (AREA)
Priority Applications (3)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| JP2022060703A JP7485970B2 (ja) | 2022-03-31 | 2022-03-31 | 熱負荷予測システム |
| PCT/JP2023/011975 WO2023190229A1 (fr) | 2022-03-31 | 2023-03-24 | Système de prédiction de charge thermique |
| JP2024019712A JP2024040385A (ja) | 2022-03-31 | 2024-02-13 | 熱負荷予測システム |
Applications Claiming Priority (1)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| JP2022060703A JP7485970B2 (ja) | 2022-03-31 | 2022-03-31 | 熱負荷予測システム |
Related Child Applications (1)
| Application Number | Title | Priority Date | Filing Date |
|---|---|---|---|
| JP2024019712A Division JP2024040385A (ja) | 2022-03-31 | 2024-02-13 | 熱負荷予測システム |
Publications (2)
| Publication Number | Publication Date |
|---|---|
| JP2023151213A JP2023151213A (ja) | 2023-10-16 |
| JP7485970B2 true JP7485970B2 (ja) | 2024-05-17 |
Family
ID=88201562
Family Applications (2)
| Application Number | Title | Priority Date | Filing Date |
|---|---|---|---|
| JP2022060703A Active JP7485970B2 (ja) | 2022-03-31 | 2022-03-31 | 熱負荷予測システム |
| JP2024019712A Pending JP2024040385A (ja) | 2022-03-31 | 2024-02-13 | 熱負荷予測システム |
Family Applications After (1)
| Application Number | Title | Priority Date | Filing Date |
|---|---|---|---|
| JP2024019712A Pending JP2024040385A (ja) | 2022-03-31 | 2024-02-13 | 熱負荷予測システム |
Country Status (2)
| Country | Link |
|---|---|
| JP (2) | JP7485970B2 (fr) |
| WO (1) | WO2023190229A1 (fr) |
Citations (4)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| JP2001344294A (ja) | 2000-06-01 | 2001-12-14 | Shimizu Corp | 建物内の伝熱・空気流動設計支援システム |
| JP5572799B2 (ja) | 2010-04-01 | 2014-08-20 | 三菱電機株式会社 | 空調システム制御装置 |
| WO2018037496A1 (fr) | 2016-08-24 | 2018-03-01 | 三菱電機株式会社 | Dispositif de climatisation |
| JP2020139705A (ja) | 2019-02-28 | 2020-09-03 | 富士通株式会社 | 運転制御方法、運転制御プログラムおよび運転制御装置 |
-
2022
- 2022-03-31 JP JP2022060703A patent/JP7485970B2/ja active Active
-
2023
- 2023-03-24 WO PCT/JP2023/011975 patent/WO2023190229A1/fr unknown
-
2024
- 2024-02-13 JP JP2024019712A patent/JP2024040385A/ja active Pending
Patent Citations (4)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| JP2001344294A (ja) | 2000-06-01 | 2001-12-14 | Shimizu Corp | 建物内の伝熱・空気流動設計支援システム |
| JP5572799B2 (ja) | 2010-04-01 | 2014-08-20 | 三菱電機株式会社 | 空調システム制御装置 |
| WO2018037496A1 (fr) | 2016-08-24 | 2018-03-01 | 三菱電機株式会社 | Dispositif de climatisation |
| JP2020139705A (ja) | 2019-02-28 | 2020-09-03 | 富士通株式会社 | 運転制御方法、運転制御プログラムおよび運転制御装置 |
Also Published As
| Publication number | Publication date |
|---|---|
| JP2023151213A (ja) | 2023-10-16 |
| WO2023190229A1 (fr) | 2023-10-05 |
| JP2024040385A (ja) | 2024-03-25 |
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